Machine Learning: ECML 2001: 12th European Conference on by Hassan Aït-Kaci, Yutaka Sasaki (auth.), Luc De Raedt, Peter

By Hassan Aït-Kaci, Yutaka Sasaki (auth.), Luc De Raedt, Peter Flach (eds.)

This ebook constitutes the refereed lawsuits of the twelfth eu convention on desktop studying, ECML 2001, held in Freiburg, Germany, in September 2001.
The 50 revised complete papers offered including 4 invited contributions have been conscientiously reviewed and chosen from a complete of a hundred and forty submissions. one of the subject matters coated are classifier structures, naive-Bayes type, rule studying, selection tree-based category, internet mining, equation discovery, inductive good judgment programming, textual content categorization, agent studying, backpropagation, reinforcement studying, series prediction, sequential judgements, class studying, sampling, and semi-supervised learning.

Show description

Read or Download Machine Learning: ECML 2001: 12th European Conference on Machine Learning Freiburg, Germany, September 5–7, 2001 Proceedings PDF

Best education books

Learning and Teaching Mathematics: An International Perspective

The authors of this quantity, that is newly on hand in paperback, all carry the view that arithmetic is a sort of clever challenge fixing which performs an enormous half in kid's lives outdoors the school room in addition to in it. studying and instructing arithmetic offers an exhilarating account of modern and considerably various learn on instructing and studying arithmetic that allows you to have a miles attaining impact on perspectives approximately mathematical schooling.

The Internationalization of Small to Medium Enterprises: The Interstratos Project (Routledge Advances in Management and Business Studies, 8)

The Internationalization of Small to Medium Enterprizes makes use of details from annual surveys of businesses in Europe through the interval spanning the formation of a unmarried eu industry. It addresses matters affecting small companies equivalent to advertising, entrepreneurship, export techniques and the only industry, on a world foundation.

Extra info for Machine Learning: ECML 2001: 12th European Conference on Machine Learning Freiburg, Germany, September 5–7, 2001 Proceedings

Sample text

In I. Smith and B. Saltings, editors, Advances in Case-based reasoning, number 1168 in Lecture Notes in Artificial Intelligence, pages 324–338. Springer-Verlag, 1996. [15] Enric Plaza. Cases as terms: A feature term approach to the structured representation of cases. In M. Veloso and A. Aamodt, editors, Case-Based Reasoning, ICCBR-95, number 1010 in Lecture Notes in Artificial Intelligence, pages 265–276. Springer-Verlag, 1995. [16] B. L. Richards and R. J. Mooney. Learning relations by pathfinding.

25–36, 2001. c Springer-Verlag Berlin Heidelberg 2001 26 H. Bensusan and A. Kalousis the performance of a classifier and the properties of the domain. In this sense it provides no principled basis for an analysis of what lies behind successful performance estimations. Meta-learning is the endeavour to learn something about the expected performance of a classifier from previous applications. In any scenario, it depends heavily on the way we choose to characterize the datasets. Meta-learning has often concentrated on predicting whether a classifier is suitable for a dataset [11] and on selection of the best option from a pool of classifiers[1,13].

Tracts in theoretical Computer Science. Cambridge University Press, Cambridge, UK, 1992. [9] W. Emde and D. Wettschereck. Relational instance based learning. In Lorenza Saitta, editor, Machine Learning - Proceedings 13th ICML, pages 122 – 130. Morgan Kaufmann Publishers, 1996. [10] Tamas Horvath, Stefan Wrobel, and Uta Bohnebeck. Relational instance-based learning with lists and terms. Machine Learning, 43(1):53–80, 2001. [11] Ramon L´ opez de M´ antaras. A distance-based attribute selection measure for decision tree induction.

Download PDF sample

Rated 4.10 of 5 – based on 42 votes
 

Author: admin